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Journal Articles

A Novel Hybrid Physics/Data-Driven Model for Fractured Reservoir Simulation

Billal Aslam, Bicheng Yan, Knut-Andreas Lie, Stein Krogstad, Olav Møyner, Xupeng He
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (12): 7029–7045.
Paper Number: SPE-219110-PA
https://doi.org/10.2118/219110-PA
Published: 11 December 2024
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View article titled, A Novel Hybrid Physics/Data-Driven Model for Fractured Reservoir Simulation
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Proceedings Papers

An Efficient Quantum Neural Network Model for Prediction of Carbon Dioxide CO 2 Sequestration in Saline Aquifers

Xiang Rao, Chenjie Luo, Xupeng He, Kwak Hyung
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222257-MS
https://doi.org/10.2118/222257-MS
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View Paper titled, An Efficient Quantum Neural Network Model for Prediction of Carbon Dioxide CO 2 Sequestration in Saline Aquifers
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Proceedings Papers

TransUNet: Accelerating Multiphase Flow Prediction in Geological Carbon Storage Systems

Zeeshan Tariq, Zhao Feng, Hussein Hoteit, Moataz Abualsaud, Xupeng He, Muhammad AlMajid, Shuyu Sun, Bicheng Yan
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222334-MS
https://doi.org/10.2118/222334-MS
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View Paper titled, TransUNet: Accelerating Multiphase Flow Prediction in Geological Carbon Storage Systems
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Proceedings Papers

The U-Net Enhanced Graph Neural Network for Multiphase Flow Prediction: An Implication to Geological Carbon Sequestration

Zeeshan Tariq, Hussein Hoteit, Shuyu Sun, Moataz Abualsaud, Xupeng He, Muhammad AlMajid, Bicheng Yan
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220757-MS
https://doi.org/10.2118/220757-MS
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View Paper titled, The U-Net Enhanced Graph Neural Network for Multiphase Flow Prediction: An Implication to Geological Carbon Sequestration
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Proceedings Papers

DiagNet-A Hybrid Physics-Data Driven Model for Fractured Reservoir Simulation

Billal Aslam, Bicheng Yan, Knut-Andreas Lie, Stein Krogstad, Olav Moyner, Xupeng He
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219110-MS
https://doi.org/10.2118/219110-MS
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View Paper titled, DiagNet-A Hybrid Physics-Data Driven Model for Fractured Reservoir Simulation
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Proceedings Papers

Estimating the Permeability Field Using the Bayesian Inference and Principal Component Analysis

Zhen Zhang, Xupeng He, Yiteng Li, Marwa Alsinan, Hyung Kwak, Hussein Hoteit
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214922-MS
https://doi.org/10.2118/214922-MS
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View Paper titled, Estimating the Permeability Field Using the Bayesian Inference and Principal Component Analysis
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Proceedings Papers

Pore Surface Roughness Quantification: From 2D to 3D

Yiteng Li, Xupeng He, Hyung Kwak, Hussein Hoteit
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214847-MS
https://doi.org/10.2118/214847-MS
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View Paper titled, Pore Surface Roughness Quantification: From 2D to 3D
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Proceedings Papers

GPU-Accelerated NMR T2 Simulator Incorporating Surface Roughness Effect

Yiteng Li, Weiwei Zhu, Xupeng He, Hyung Kwak, Hussein Hoteit
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-215090-MS
https://doi.org/10.2118/215090-MS
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View Paper titled, GPU-Accelerated NMR T2 Simulator Incorporating Surface Roughness Effect
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Journal Articles

Robust Method for Reservoir Simulation History Matching Using Bayesian Inversion and Long-Short-Term Memory Network-Based Proxy

Zhen Zhang, Xupeng He, Marwah AlSinan, Hyung Kwak, Hussein Hoteit
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (03): 983–1007.
Paper Number: SPE-203976-PA
https://doi.org/10.2118/203976-PA
Published: 14 June 2023
View article titled, Robust Method for Reservoir Simulation History Matching Using Bayesian Inversion and Long-Short-Term Memory Network-Based Proxy
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Proceedings Papers

Locating CO2 Leakage in Subsurface Traps Using Bayesian Inversion and Deep Learning

Zhen Zhang, Xupeng He, Yiteng Li, Marwa AlSinan, Hyung Kwak, Hussein Hoteit
Paper presented at the Middle East Oil, Gas and Geosciences Show, February 19–21, 2023
Paper Number: SPE-213522-MS
https://doi.org/10.2118/213522-MS
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View Paper titled, Locating CO2 Leakage in Subsurface Traps Using Bayesian Inversion and Deep Learning
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Proceedings Papers

Fully Coupled Hydromechanical Approach for Flow in Fractured Rocks Using Darcy-Brinkman-Biot

Xupeng He, Zhen Zhang, Marwa AlSinan, Hyung Kwak, Hussein Hoteit
Paper presented at the Middle East Oil, Gas and Geosciences Show, February 19–21, 2023
Paper Number: SPE-213326-MS
https://doi.org/10.2118/213326-MS
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View Paper titled, Fully Coupled Hydromechanical Approach for Flow in Fractured Rocks Using Darcy-Brinkman-Biot
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Proceedings Papers

Rapid NMR T2 Extraction from Micro-CT Images Using Machine Learning

Yiteng Li, Xupeng He, Marwa Alsinan, Hyung Kwak, Hussein Hoteit
Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211095-MS
https://doi.org/10.2118/211095-MS
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View Paper titled, Rapid NMR T2 Extraction from Micro-CT Images Using Machine Learning
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Proceedings Papers

Deep Learning Model for CO 2 Leakage Detection Using Pressure Measurements

Zhen Zhang, Xupeng He, Marwah AlSinan, Yiteng Li, Hyung Kwak, Hussein Hoteit
Paper presented at the SPE Annual Technical Conference and Exhibition, October 3–5, 2022
Paper Number: SPE-209959-MS
https://doi.org/10.2118/209959-MS
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View Paper titled, Deep Learning Model for CO 2 Leakage Detection Using Pressure Measurements
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Proceedings Papers

NMR T2 Response in Rough Pore Systems: Modeling and Analysis

Yiteng Li, Marwa Alsinan, Xupeng He, Evgeny Ugolkov, Hyung Kwak, Hussein Hoteit
Paper presented at the SPE Annual Technical Conference and Exhibition, October 3–5, 2022
Paper Number: SPE-210169-MS
https://doi.org/10.2118/210169-MS
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View Paper titled, NMR T2 Response in Rough Pore Systems: Modeling and Analysis
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Proceedings Papers

Uncertainty and Sensitivity Analysis of Multi-Phase Flow in Fractured Rocks: A Pore-To-Field Scale Investigation

Xupeng He, Zhen Zhang, Marwah AlSinan, Yiteng Li, Hyung Kwak, Hussein Hoteit
Paper presented at the SPE Annual Technical Conference and Exhibition, October 3–5, 2022
Paper Number: SPE-210131-MS
https://doi.org/10.2118/210131-MS
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View Paper titled, Uncertainty and Sensitivity Analysis of Multi-Phase Flow in Fractured Rocks: A Pore-To-Field Scale Investigation
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Proceedings Papers

Micro-Continuum Approach for Modeling Coupled Flow and Geomechanical Processes in Fractured Rocks

Xupeng He, Marwah AlSinan, Zhen Zhang, Hyung Kwak, Hussein Hoteit
Paper presented at the SPE Annual Technical Conference and Exhibition, October 3–5, 2022
Paper Number: SPE-210453-MS
https://doi.org/10.2118/210453-MS
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View Paper titled, Micro-Continuum Approach for Modeling Coupled Flow and Geomechanical Processes in Fractured Rocks
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Proceedings Papers

Multiscale Carbonate Rock Reconstruction Using a Hybrid WGAN-GP and Super-Resolution

Zhen Zhang, Yiteng Li, Marwah AlSinan, Xupeng He, Hyung Kwak, Hussein Hoteit
Paper presented at the SPE Annual Technical Conference and Exhibition, October 3–5, 2022
Paper Number: SPE-210461-MS
https://doi.org/10.2118/210461-MS
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View Paper titled, Multiscale Carbonate Rock Reconstruction Using a Hybrid WGAN-GP and Super-Resolution
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Proceedings Papers

Extended Physics-Informed Neural Networks for Solving Fluid Flow Problems in Highly Heterogeneous Media

Ali Alhubail, Xupeng He, Marwa AlSinan, Hyung Kwak, Hussein Hoteit
Paper presented at the International Petroleum Technology Conference, February 21–23, 2022
Paper Number: IPTC-22163-MS
https://doi.org/10.2523/IPTC-22163-MS
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View Paper titled, Extended Physics-Informed Neural Networks for Solving Fluid Flow Problems in Highly Heterogeneous Media
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Proceedings Papers

Analytical and Numerical Assessment of Hydraulic Properties of 3D Partially-Open Rock Fractures

Xupeng He, Marwa AlSinan, Hyung Kwak, Hussein Hoteit
Paper presented at the International Petroleum Technology Conference, February 21–23, 2022
Paper Number: IPTC-22465-MS
https://doi.org/10.2523/IPTC-22465-MS
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View Paper titled, Analytical and Numerical Assessment of Hydraulic Properties of 3D Partially-Open Rock Fractures
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Proceedings Papers

CO 2 Storage Capacity Prediction In Deep Saline Aquifers: Uncertainty and Global Sensitivity Analysis

Xupeng He, Weiwei Zhu, Marwa AlSinan, Hyung Kwak, Hussein Hoteit
Paper presented at the International Petroleum Technology Conference, February 21–23, 2022
Paper Number: IPTC-22463-MS
https://doi.org/10.2523/IPTC-22463-MS
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View Paper titled, CO 2 Storage Capacity Prediction In Deep Saline Aquifers: Uncertainty and Global Sensitivity Analysis
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